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Development and Validation of ML-DQA -- a Machine Learning Data Quality Assurance Framework for Healthcare


Aug 04, 2022
Mark Sendak, Gaurav Sirdeshmukh, Timothy Ochoa, Hayley Premo, Linda Tang, Kira Niederhoffer, Sarah Reed, Kaivalya Deshpande, Emily Sterrett, Melissa Bauer, Laurie Snyder, Afreen Shariff, David Whellan, Jeffrey Riggio, David Gaieski, Kristin Corey, Megan Richards, Michael Gao, Marshall Nichols, Bradley Heintze, William Knechtle, William Ratliff, Suresh Balu

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* Presented at 2022 Machine Learning in Health Care Conference 

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Neural network based order parameter for phase transitions and its applications in high-entropy alloys


Sep 12, 2021
Junqi Yin, Zongrui Pei, Michael Gao

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Variational Disentanglement for Rare Event Modeling


Sep 21, 2020
Zidi Xiu, Chenyang Tao, Michael Gao, Connor Davis, Benjamin Goldstein, Ricardo Henao

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"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning


Dec 07, 2019
Mark Sendak, Madeleine Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien

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* To appear at ACM FAT* 2020, Barcelona. Updated to camera-ready version 

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